Efficient Drop-In Replacement for the Classification Head in Language Model Inference. https://github.com/embedl/flash-head
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Embedl
Efficient AI for the edge.
Embedl develops advanced tools and algorithms for Edge AI. Our mission is to make AI models run faster, more energy-efficient, and reliably across diverse hardware platforms, while significantly reducing development time.
We help teams deploy high-performance AI on real-world, resource-constrained devices.
models 14
embedl/Qwen3-1.7B-FlashHead
2B • Updated • 70 • 3
embedl/Qwen3-1.7B-FlashHead-W4A16
2B • Updated • 105 • 3
embedl/gemma-3-270m-it-FlashHead
0.3B • Updated • 189 • 3
embedl/Qwen3-0.6B-FlashHead
0.6B • Updated • 56 • 4
embedl/Llama-3.2-1B-Instruct-FlashHead
1B • Updated • 51 • 4
embedl/Llama-3.2-1B-Instruct-FlashHead-W4A16
2B • Updated • 71 • 6
embedl/Llama-3.2-3B-Instruct-FlashHead-W4A16
4B • Updated • 87 • 4
embedl/Llama-3.2-3B-Instruct-FlashHead
3B • Updated • 69 • 4
embedl/gemma-3-1b-it-FlashHead
1.0B • Updated • 130 • 3
embedl/gemma-3-1b-it-FlashHead-W4A16
1B • Updated • 138 • 3